推进糖尿病自我管理:一款新颖的智能手机应用,采用评分算法为用户量身定制参与方式。

IF 1.7 Q2 MEDICINE, GENERAL & INTERNAL
International Journal of Preventive Medicine Pub Date : 2024-07-17 eCollection Date: 2024-01-01 DOI:10.4103/ijpvm.ijpvm_268_23
Mohammad A Tebianian, Soodeh Razeghi Jahromi
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引用次数: 0

摘要

背景:我们开发并评估了一款用于糖尿病自我管理的智能糖尿病助手应用程序(Diabetter)。研究表明,提高患者使用智能手机应用程序的兴趣和参与度对糖尿病管理应用程序的有效性非常重要:方法:在对糖尿病管理的全方位功能进行评估后,我们将所选因素分为多个子因素,以便在应用程序中使用。然后,我们使用相关程序创建了第一个高保真原型,并进行了早期用户测试,以验证和改进 Diabetter。为了处理用户的交易时间并保持他们的积极性,我们在应用程序中设计并实施了基于推理理论规则的评分系统:为了评估 Diabetter 对糖尿病自我管理的影响,我们在长时间使用后测量了 HbA1c 水平。我们开发了 Diabetter 原型,并对其进行了修改,以改善用户与应用程序的互动。评分系统增加了用户信息的输入,从而为用户提供了更多分析和建议。临床研究表明,由于长期使用该应用程序的用户持续输入信息,他们的 HbA1c 水平处于健康范围内:研究结果表明,Diabetter 应用程序通过增加用户使用时间,在糖尿病自我管理中发挥了有效作用。不过,还需要今后的研究来提供更好的解释。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Advancing Diabetes Self-Management: A Novel Smartphone Application Featuring a Scoring Algorithm for Tailored User Engagement.

Background: We developed and evaluated an intelligent diabetes assistant application (Diabetter) for the self-management of diabetes. It suggested that increasing the patient's interest and participation in using smartphone apps is important for the effectiveness of diabetes management apps.

Methods: After evaluating all-encompassing features for diabetes management, we divided the selected factors into sub-factors for use in the application. Then, we created the first high-fidelity prototype using related programs and conducted early user testing to validate and improve Diabetter. To handle the user transaction time and keep them motivated, we designed and implemented a scoring system based on the nudge theory rules within the app.

Results: To evaluate Diabetter's impact on diabetes self-management, we measured HbA1c levels after a prolonged period. The Diabetter prototype was developed and modified in a revised version for better user interaction with the app. The scoring system increased the input of users' information, which resulted in more analysis and recommendations to users. Clinical studies showed that as a result of continuous input of information from users who had been using the application for a longer period of time, their HbA1c levels were within the healthy range.

Conclusions: The results demonstrate that the Diabetter application has been able to play an effective role in diabetes self-management by increasing users' app usage time. However, future study is needed to provide a better interpretation.

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来源期刊
International Journal of Preventive Medicine
International Journal of Preventive Medicine MEDICINE, GENERAL & INTERNAL-
CiteScore
3.20
自引率
4.80%
发文量
107
期刊介绍: International Journal of Preventive Medicine, a publication of Isfahan University of Medical Sciences, is a peer-reviewed online journal with Continuous print on demand compilation of issues published. The journal’s full text is available online at http://www.ijpvmjournal.net. The journal allows free access (Open Access) to its contents and permits authors to self-archive final accepted version of the articles on any OAI-compliant institutional / subject-based repository. The journal will cover technical and clinical studies related to health, ethical and social issues in field of Preventive Medicine. Articles with clinical interest and implications will be given preference.
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